| Marginal Contribution Feature Importance -- an Axiomatic Approach for The Natural Case | Oct 15, 2020 | Feature Importance | CodeCode Available | 0 |
| A data-driven approach to the forecasting of ground-level ozone concentration | Oct 14, 2020 | Feature Importancefeature selection | —Unverified | 0 |
| Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks | Oct 13, 2020 | Feature Importancefeature selection | —Unverified | 0 |
| Embedded methods for feature selection in neural networks | Oct 12, 2020 | Feature Importancefeature selection | —Unverified | 0 |
| Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning | Oct 8, 2020 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Computational analysis of pathological image enables interpretable prediction for microsatellite instability | Oct 7, 2020 | Feature Importancewhole slide images | —Unverified | 0 |
| Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop | Oct 2, 2020 | Feature Importancefeature selection | —Unverified | 0 |
| Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task | Sep 30, 2020 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 |
| Accurate and Robust Feature Importance Estimation under Distribution Shifts | Sep 30, 2020 | Feature Importance | —Unverified | 0 |
| Explainable AI without Interpretable Model | Sep 29, 2020 | Explainable Artificial Intelligence (XAI)Feature Importance | —Unverified | 0 |
